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Cheesborough Automotive & Transmission
AEO Score: 3/10
Monitoring for AI engine activity
In the Engagemii AEO index
#595,079 of 686,413 in Automotive for AI visibility
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. Cheesborough Automotive & Transmission just got measured.
3/10 means Cheesborough Automotive & Transmission is currently invisible to AI search. Most AI assistants will not cite your brand when asked about your category. Claiming and applying the fixes below is the fastest way to change that.
About Cheesborough Automotive & Transmission
Transmission Specialists Since 1907
Key Topics
Details
Industry: Automotive
cheesboroughauto.comAI Visibility Breakdown
1
Structured Data
4
Content Structure
5
Entity Clarity
3
E-E-A-T Signals
5
Technical AEO
2
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on July 15, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cheesboroughauto
Cite this score: Engagemii (2026). "AEO Score for Cheesborough Automotive & Transmission." Retrieved from https://engagemii.com/aeo/brands/cheesboroughauto
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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